Huawei Case Studies 5G+AI: Production Process Bottleneck Analysis

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	5G+AI: Production Process Bottleneck Analysis Huawei

5G+AI: Production Process Bottleneck Analysis

Huawei

Technology Category	Analytics & Modeling - Computer Vision Software
Applicable Industries	Automotive Electronics
Applicable Functions	Discrete Manufacturing
Use Cases	Computer Vision
Services	Hardware Design & Engineering Services
Challenge	In the product assembly operation involving people in the factory production line, the general actions usually include fixed operation procedures such as: reaching out, grasping, moving objects, assembling. After the operator works for a long time or is disturbed, the assembly action will be omitted and it might cause misoperation. It's also necessary to identify the problems existing in the action through action analysis so that the sequence and method of the action can be improved. Read More
Solution	Based on IPC industrial cameras, through the video behaviour recognition detection method, it can automatically identify whether the procedures in the manual assembly process are correct, and give real-time alarm prompts for erroneous operations to prevent non-compliant operations and discover and optimize assembly actions. Among them, video-based behaviour recognition refers to extracting salient visual features describing action behaviour patterns from video sequences and then classifying and understanding them through algorithms such as machine learning and pattern recognition to realize the recognition of behaviour patterns of video targets. Read More Log in to view content
Contents

Technology Category

Analytics & Modeling - Computer Vision Software

Applicable Industries

Automotive

Electronics

Applicable Functions

Discrete Manufacturing

Use Cases

Computer Vision

Services

Hardware Design & Engineering Services

Challenge

In the product assembly operation involving people in the factory production line, the general actions usually include fixed operation procedures such as: reaching out, grasping, moving objects, assembling. After the operator works for a long time or is disturbed, the assembly action will be omitted and it might cause misoperation. It's also necessary to identify the problems existing in the action through action analysis so that the sequence and method of the action can be improved.

Solution

Based on IPC industrial cameras, through the video behaviour recognition detection method, it can automatically identify whether the procedures in the manual assembly process are correct, and give real-time alarm prompts for erroneous operations to prevent non-compliant operations and discover and optimize assembly actions. Among them, video-based behaviour recognition refers to extracting salient visual features describing action behaviour patterns from video sequences and then classifying and understanding them through algorithms such as machine learning and pattern recognition to realize the recognition of behaviour patterns of video targets.

Impact #1	[Efficiency Improvement - Production] The 5G+AI-based video manual assembly motion detection solution transmits the video back to the cloud platform with powerful computing power through the 5G network and uses the deep learning method to solve the pain points of complex and changeable assembly motions and low detection success rate. At the same time, based on 5G The flexible deployment scheme of the wireless network enables the solution to be extended to more industrial applications.

Impact #1

[Efficiency Improvement - Production]

The 5G+AI-based video manual assembly motion detection solution transmits the video back to the cloud platform with powerful computing power through the 5G network and uses the deep learning method to solve the pain points of complex and changeable assembly motions and low detection success rate. At the same time, based on 5G The flexible deployment scheme of the wireless network enables the solution to be extended to more industrial applications.

Partners	Baidu

Partners

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Overview

5G+AI: Production Process Bottleneck Analysis

Operational Impact

Technology